BDS2022: IEEE International Conference on Big Data Computing Service and Machine Learning Applications Fremont, CA, United States, August 15-18, 2022 |
Conference website | http://www.big-dataservice.net |
Submission link | https://easychair.org/conferences/?conf=bds2022 |
Abstract registration deadline | April 29, 2022 |
Submission deadline | May 8, 2022 |
As computing systems become increasingly larger, more complex, distributed, and integrated, Big Data technologies and services are ever more vital. IEEE BigDataService 2022 provides an internationally leading forum for researchers and practitioners in academia and industry to exchange innovative ideas and share the latest results, experiences, and lessons learned in this crucial domain.
The conference will take place in Fremont, San Francisco Bay Area (California, USA) on the 15th-18th of August 2022, and will consist of a main track and special tracks. The conference also welcomes workshop proposals and seeks the submission of high-quality papers limited to up to 8 pages (IEEE format) in length. All accepted papers will be included in the proceedings. Selected papers will be invited for extension and published in journals (SCI-Index).
BigDataService 2022 is part of the CISOSE 2022 congress, and it will be co-located with IEEE SOSE 2022, IEEE MobileCloud 2022, IEEE DAPPS 2022, and IEEE AITest 2022.
TOPICS OF INTEREST (INCLUDING BUT NOT LIMITED TO):
Big Data Analytics and Machine Learning
- Algorithms and systems for big data search and analytics
- Machine learning for big data and based on big data
- Predictive analytics and simulation
- Visualization systems for big data
- Knowledge extraction, discovery, analysis, and presentation
Integrated and Distributed Systems
- Sensor networks
- Internet of Things
- Networking and protocols
- Smart Systems (such as energy efficiency systems, smart homes, smart farms, etc.)
Big Data Platforms and Technologies
- Innovative, concurrent, and scalable big data platforms
- Data indexing, cleaning, transformation, and curation technologies
- Big data processing frameworks and technologies
- Big data services and application development methods and tools
- Big data quality evaluation and assurance technologies
- Big data system reliability, dependability, and availability
- Open-source development and technology for big data
- Big Data as a Service (BDaaS) platform and technologies
Big Data Foundations
- Foundational theoretical or computational models for big data
- Programming models, theories, and algorithms for big data
- Standards, protocols, and quality assurance for big data
Big Data Applications and Experiences
- Innovative big data applications and services in industries and domains e.g. healthcare, finance, insurance, transportation, agriculture, education, environment, multimedia, social networks, urban planning, disaster management, security
- Experiences and case studies of big data applications and services
- Real-world and large-scale practices of big data
SPECIAL TRACKS:
Special Track 1: Real-time Big Data Services and Applications
- Models, algorithms, and technologies for real-time big data services and applications
- Experiences, practices, and case studies of real-time big data services and applications
Special Track 2: Big Data Security, Privacy, Trust, and Sustainability- Models, algorithms and technologies for big data security and privacy
- Attacks and defenses for big data services
- Privacy-preserving processing of big data and Big Data for Security and Privacy Analysis
- Energy-aware big data storage, transfer, and usage
- AI-continuum (e.g., cloud, edge, sensors) for sustainable Big data services
Special Track 3: Big Data and Analytics for Healthcare
- Models, algorithms, and technologies of big data for healthcare
- Big data services and applications for healthcare
- Experiences, practices, and case studies of big data technologies for healthcare
IMPORTANT DATES:
Workshop proposals: March 31st, 2022
Paper Abstract submission: April 22nd, 2022 (EXTENDED!)
Full paper submission: April 29h, 2022
Notification: June 8th, 2022
Final Paper and Registration: June 22nd, 2022
Conference: August 15 - 18, 2022
Submission Guidelines
Papers must be written in English. All papers must be prepared in the IEEE double-column proceedings format. Please see the following link for details: http://www.ieee.org/conferences_events/conferences/publishing/templates.html.
Research papers are limited to 8 pages and experience/industry papers are limited to 6 pages.
Authors must submit their papers at the Easychair link:
https://easychair.org/conferences/?conf=bds2022.
All accepted papers will be published by IEEE Computer Society Press (EI‐Index) and included in IEEE Digital Library. For publication, at least one author is required to register at the full rate and present the paper at the conference for the paper to be included in the final technical program and the IEEE Digital Library. Selected papers will be invited for extension and published in journals (SCI-Index).
Committees
General Chairs
- Magdalini Eirinaki, San Jose State University, USA
- Iraklis Varlamis, Harokopio University of Athens, Greece
Program Chairs
- Katerina Potika, San Jose State University, USA
- Monica Vitali, Politecnico di Milano, Italy
Special Track Chairs
- William Andreopoulos, San Jose State University, USA
- Anna Bernasconi, Politecnico di Milano, Italy
- Fatih Turkmen, University of Groningen, Nederland
Workshop Chair
- Mattia Salnitri, Politecnico di Milano, Italy
Publicity Chairs
- Ping Ping, Hohai University, China
- Xuan-Son Vu, Umeå University, Sweden
- Abel Souza, University of Massachusetts Amherst, USA
Venue
The conference will take place in Fremont, San Francisco Bay Area (California, USA) on the 15th-18th of August 2022